FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313598963> ?p ?o ?g. }

• W4313598963 endingPage "245" @default.
• W4313598963 startingPage "236" @default.
• W4313598963 abstract "While it's true that humans are skilled at recognizing faces, what about computers? Machinery is transforming conventional human labor in today's technologically sophisticated world. These cutting-edge machines may be programmed to recognize faces in inconceivable ways, a process known as facial recognition or computer vision. In this study, we present a real-time system for detecting and identifying individuals in live or recorded surveillance feeds using deep learning and face recognition algorithms such as Convolution Neural Networks (CNN). The proposed real-time database integrated system is based on the VGGFace deep learning neural architecture. Transfer learning is used to retrain the model on a smaller original tailored dataset of 7500 images of 26 distinct individuals. Details regarding the creation of original tailored datasets and brief tests with various machine learning and deep learning approaches to analyze and improve the recognition accuracy of the proposed system are also reported. The proposed approach shows the highest degree of recognition accuracy by accurately recognizing each of the 26 individuals with a confidence level ranging from 78.54 percent to 100 percent, a mean average of 96 percent on real-time inputs." @default.
• W4313598963 created "2023-01-06" @default.
• W4313598963 creator A5017244043 @default.
• W4313598963 creator A5045738719 @default.
• W4313598963 creator A5069572968 @default.
• W4313598963 creator A5091192993 @default.
• W4313598963 date "2023-01-06" @default.
• W4313598963 modified "2023-10-16" @default.
• W4313598963 title "Automation of surveillance systems using deep learning and facial recognition" @default.
• W4313598963 cites W147190445 @default.
• W4313598963 cites W1647376824 @default.
• W4313598963 cites W1992981126 @default.
• W4313598963 cites W2084674986 @default.
• W4313598963 cites W2091616391 @default.
• W4313598963 cites W2185531897 @default.
• W4313598963 cites W2187016681 @default.
• W4313598963 cites W2325939864 @default.
• W4313598963 cites W2565516711 @default.
• W4313598963 cites W2890129614 @default.
• W4313598963 cites W2914664131 @default.
• W4313598963 cites W2941422046 @default.
• W4313598963 cites W2947482557 @default.
• W4313598963 cites W2963980935 @default.
• W4313598963 cites W2971354638 @default.
• W4313598963 cites W2982155674 @default.
• W4313598963 cites W2985559999 @default.
• W4313598963 cites W2999711171 @default.
• W4313598963 cites W2999884159 @default.
• W4313598963 cites W3003082914 @default.
• W4313598963 cites W3034241453 @default.
• W4313598963 cites W3092166042 @default.
• W4313598963 cites W3093999719 @default.
• W4313598963 cites W3177111194 @default.
• W4313598963 doi "https://doi.org/10.1007/s13198-022-01844-6" @default.
• W4313598963 hasPublicationYear "2023" @default.
• W4313598963 type Work @default.
• W4313598963 citedByCount "1" @default.
• W4313598963 countsByYear W43135989632023 @default.
• W4313598963 crossrefType "journal-article" @default.
• W4313598963 hasAuthorship W4313598963A5017244043 @default.
• W4313598963 hasAuthorship W4313598963A5045738719 @default.
• W4313598963 hasAuthorship W4313598963A5069572968 @default.
• W4313598963 hasAuthorship W4313598963A5091192993 @default.
• W4313598963 hasBestOaLocation W43135989631 @default.
• W4313598963 hasConcept C108583219 @default.
• W4313598963 hasConcept C111919701 @default.
• W4313598963 hasConcept C115051666 @default.
• W4313598963 hasConcept C115901376 @default.
• W4313598963 hasConcept C119857082 @default.
• W4313598963 hasConcept C127413603 @default.
• W4313598963 hasConcept C144024400 @default.
• W4313598963 hasConcept C150899416 @default.
• W4313598963 hasConcept C153180895 @default.
• W4313598963 hasConcept C154945302 @default.
• W4313598963 hasConcept C2779304628 @default.
• W4313598963 hasConcept C31510193 @default.
• W4313598963 hasConcept C36289849 @default.
• W4313598963 hasConcept C41008148 @default.
• W4313598963 hasConcept C50644808 @default.
• W4313598963 hasConcept C76155785 @default.
• W4313598963 hasConcept C78519656 @default.
• W4313598963 hasConcept C81363708 @default.
• W4313598963 hasConcept C98045186 @default.
• W4313598963 hasConceptScore W4313598963C108583219 @default.
• W4313598963 hasConceptScore W4313598963C111919701 @default.
• W4313598963 hasConceptScore W4313598963C115051666 @default.
• W4313598963 hasConceptScore W4313598963C115901376 @default.
• W4313598963 hasConceptScore W4313598963C119857082 @default.
• W4313598963 hasConceptScore W4313598963C127413603 @default.
• W4313598963 hasConceptScore W4313598963C144024400 @default.
• W4313598963 hasConceptScore W4313598963C150899416 @default.
• W4313598963 hasConceptScore W4313598963C153180895 @default.
• W4313598963 hasConceptScore W4313598963C154945302 @default.
• W4313598963 hasConceptScore W4313598963C2779304628 @default.
• W4313598963 hasConceptScore W4313598963C31510193 @default.
• W4313598963 hasConceptScore W4313598963C36289849 @default.
• W4313598963 hasConceptScore W4313598963C41008148 @default.
• W4313598963 hasConceptScore W4313598963C50644808 @default.
• W4313598963 hasConceptScore W4313598963C76155785 @default.
• W4313598963 hasConceptScore W4313598963C78519656 @default.
• W4313598963 hasConceptScore W4313598963C81363708 @default.
• W4313598963 hasConceptScore W4313598963C98045186 @default.
• W4313598963 hasIssue "S1" @default.
• W4313598963 hasLocation W43135989631 @default.
• W4313598963 hasOpenAccess W4313598963 @default.
• W4313598963 hasPrimaryLocation W43135989631 @default.
• W4313598963 hasRelatedWork W2738221750 @default.
• W4313598963 hasRelatedWork W2997709384 @default.
• W4313598963 hasRelatedWork W3018421652 @default.
• W4313598963 hasRelatedWork W3021430260 @default.
• W4313598963 hasRelatedWork W3091976719 @default.
• W4313598963 hasRelatedWork W3189091156 @default.
• W4313598963 hasRelatedWork W3192840557 @default.
• W4313598963 hasRelatedWork W4362564549 @default.
• W4313598963 hasRelatedWork W4366224123 @default.
• W4313598963 hasRelatedWork W4381832759 @default.
• W4313598963 hasVolume "14" @default.
• W4313598963 isParatext "false" @default.

• next